Becoming Human

MAY 15, 2023

When it comes to AI, there are a number of subfields, like Natural Language Processing (NLP). One of the models used for NLP is the Large Language Model (LLMs). As a result, LLMs have become a key tool for a wide range of NLP applications. ChatGPT , a chatbot developed by the OpenAI team, is an example of an LLM.

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Topbots

FEBRUARY 19, 2024

However, building a successful LLM application involves much more than just leveraging advanced technology. When embarking on the journey of building an LLM application, one of the first and most crucial decisions is choosing the foundation model. Create Targeted Evaluation Sets for Comparing LLM Performance in Your Specific Use Case.

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Towards AI

MARCH 17, 2023

From fluent dialogue generation to text summarisation, and article generation, language models have made it extremely easy for anyone to build an NLP-powered product. As a result, hundreds of apps have been popping up every day, predominantly relying on APIs such as OpenAI, Cohere, or Stable Diffusion. Let’s explore a few of those.

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Analytics Vidhya

MAY 17, 2023

Have you ever wondered how machines learn to understand human language and respond accordingly? Let’s take a look at ChatGPT – the revolutionary language model developed by OpenAI. Introduction Welcome to the future of AI: Generative AI! With its groundbreaking GPT-3.5

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Marktechpost

AUGUST 19, 2023

Using the power of sophisticated machine learning techniques, data is stored in a vector database. It allows for very fast similarity search, essential for many AI uses such as recommendation systems, picture recognition, and NLP. Collections would only be complete with embeddings.

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Mlearning.ai

AUGUST 22, 2023

Created by DALL-E LLM (Large Language Model) leverages a unified way to consume, analyze, search and train this volume of data, LLMs use a language for a unified representation of unstructured data — Embeddings. ", "cl100k_base")) 6 Popular OpenAI models likegpt-4, gpt-3.5-turbo, words by mean.

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IBM Journey to AI blog

SEPTEMBER 19, 2023

Generative AI for coding is possible because of recent breakthroughs in large language model (LLM) technologies and natural language processing (NLP). It uses deep learning algorithms and large neural networks trained on vast datasets of diverse existing source code. How does generative AI code generation work?

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TheSequence

JUNE 7, 2023

👤 Quick bio Tell us a bit about yourself: your background, current role, and how you got started in machine learning. We help developers build reliable applications on top of LLMs like GPT-4. Later, during my PhD, the rate of progress in AI and NLP totally staggered me. Evaluation is subjective and difficult.

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LLM Machine Learning Generative AI Prompt Engineer 72

Mlearning.ai

JUNE 14, 2023

Learning Large Language Models The LLM (Foundational Models) space has seen tremendous and rapid growth. I used this foolproof method of consuming the right information and ended up publishing books , artworks , Podcasts and even an LLM powered consumer facing app ranked #40 on the app store. With so much information out there.

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ODSC - Open Data Science

FEBRUARY 6, 2024

Check out some of the LLM-focused training sessions, workshops, and talks you’ll find at the conference. NLP with GPT-4 and other LLMs: From Training to Deployment with Hugging Face and PyTorch Lightning Dr. Jon Krohn | Chief Data Scientist | Nebula.io

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Towards AI

APRIL 12, 2023

In the last few years, if you google healthcare or clinical NLP, you would see that the search results are blanketed by a few names like John Snow Labs (JSL), Linguamatics (IQVIA), Oncoustics, BotMD, Inspirata. Last Updated on April 17, 2023 by Editorial Team Author(s): Dr. Mandar Karhade, MD. Originally published on Towards AI.

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Towards AI

AUGUST 18, 2023

Screenshot | Taken By The Author | All rights reserved In October 2022, when I began experimenting with Large Language Models (LLMs), my initial inclination was to explore text completions, classifications, NER, and other NLP-related areas. Although the experience was invigorating, I soon sensed a paradigm shift. Our vision?

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Towards AI

FEBRUARY 29, 2024

Samuraipizza is pursuing a self-education project to train an LLM with time series data and let it predict the next iteration. Can Machine Learning Outperform Statistical Models for Time Series Forecasting? Keep an eye on this section, too — we share cool opportunities every week! If this is your domain, connect in the thread!

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ODSC - Open Data Science

NOVEMBER 8, 2023

There’s a lot to learn for those looking to take a deeper dive into generative AI and actually develop those tools that others will use. In this blog, we’ll explore ten key aspects of building generative AI applications, including large language model basics, fine-tuning, and core NLP competencies. Plan accordingly!

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AWS Machine Learning Blog

FEBRUARY 6, 2024

To support overarching pharmacovigilance activities, our pharmaceutical customers want to use the power of machine learning (ML) to automate the adverse event detection from various data sources, such as social media feeds, phone calls, emails, and handwritten notes, and trigger appropriate actions.

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Flipboard

MARCH 17, 2023

The model claims to use only 75 percent of GPT-3’s training compute time, and 40 and 80 percent of DeepMind’s Chinchilla NLP and Google’s PaLM-62B …

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Mlearning.ai

MAY 5, 2023

A basic introduction to large language models and their emergence Source: Here “GPT is like alchemy!”  — Ilya Sutskever, chief scientist of OpenAI WE CAN CONNECT ON :| LINKEDIN | TWITTER | MEDIUM | SUBSTACK | In recent years, there has been a great deal of buzz surrounding large language models, or LLMs for short.

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ODSC - Open Data Science

DECEMBER 1, 2023

MLOps End-to-end Machine Learning Operations (MLOps) with Azure Machine Learning In this learning path, you’ll learn how to implement key concepts to build an end-to-end MLOps solution. Then you’ll practice training a pretrained Large Language Model (LLM) on specific tasks.

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Unite.AI

FEBRUARY 23, 2024

The journey continues with “NLP and Deep Learning,” diving into the essentials of Natural Language Processing , deep learning's role in NLP, and foundational concepts of neural networks. Expert Creators : Developed by renowned professionals from OpenAI and DeepLearning.AI.

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Marktechpost

AUGUST 26, 2023

LLMs have changed the way language processing (NLP) is thought of, but the issue of their evaluation persists. Old standards eventually become irrelevant, given that LLMs can perform NLU and NLG at human levels (OpenAI, 2023) using linguistic data. The currently available metrics for open-ended QA are subjective.

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ODSC - Open Data Science

AUGUST 24, 2023

New York Times Considering Lawsuit Against OpenAI The New York Times is looking into possible litigation against OpenAI due to intellectual property rights. AI Design Studio Global Illumination Acquired by OpenAI New York-based AI start-up Global Illumination was acquired by AI-powered Chatbot ChatGPT maker OpenAI last week.

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Explosion

NOVEMBER 28, 2023

Throughout 2023, we have introduced support for Large Language Models (LLMs) through spacy-llm, added customizable task routing, expanded our QA features with inter-annotator agreement metrics, infused more interactivity into the UI, and shared several open-source Prodigy plug-ins with the community. For example, as of v1.14.0

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Marktechpost

JULY 28, 2023

Mentats are humans or robots who are trained to perform complex tasks such as Machine Learning and Data Analysis similar to that of Artificial intelligence. So, researchers suggested retrieving a small portion of the codebase, as it will be useful in incorporating all the codebases in the prompt sent to LLM.

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Towards AI

APRIL 25, 2024

Paper Walkthrough: RAG for Knowledge-Intensive NLP Tasks This week, we have a paper walkthrough for the research paper on Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks. Join us next Saturday, April 27, for the RAG paper walkthrough on the Learn AI Together Discord server!

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Heartbeat

JANUARY 26, 2024

I write about Machine Learning on Medium || Github || Kaggle || Linkedin. ? Create a Simple E-commerce Chatbot With OpenAI Why Memory Matters in Conversational Agents When users interact with chatbots, they often expect a level of continuity and understanding similar to human conversations. Follow “Nhi Yen” for future updates!

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Marktechpost

JULY 26, 2023

Many recent natural language processing (NLP) community efforts have focused on teaching large language models to understand better and follow instructions. Recent research has demonstrated that LLMs may also benefit from teachings. It is based on LLMs trained using vast volumes of text data from the internet, such as GPT-3.5

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ODSC - Open Data Science

AUGUST 21, 2023

Though some positions may require extensive training and understanding of fields such as math, NLP , machine learning principles, and more, others seem to only require a fundamental understanding of AI with a greater emphasis on creativity. So it’s no wonder that the company is in search of a data scientist to specialize in NLP.

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TheSequence

MAY 29, 2023

In this post Toloka showcases Human-in-the-Loop using StarCoder, a code LLM, as an example. Responsible AI starts with a responsible approach to data The promise of Large Language Models (LLMs) is that they will help us with a variety of different tasks. These datasets are usually scraped from the internet. Looking through 6.4

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John Snow Labs

AUGUST 31, 2023

Clinical bias in LLM (Language Learning Models) refers to the unfair or unequal representation or treatment based on medical or clinical information. LangTest: Deliver Safe and Effective Language Models The surge in healthcare-specific machine learning models has presented a myriad of opportunities and challenges.

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O'Reilly Media

AUGUST 8, 2023

The number of searches for Machine Learning itself held steady, though it arguably declined slightly when ChatGPT appeared. Removing ChatGPT and Machine Learning from the previous graph makes it easier to see trends in the other popular search terms: It’s mostly “up and to the right.”

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ODSC - Open Data Science

FEBRUARY 22, 2024

Take a deep dive into Machine Learning, NLP, Large Language Models, Generative AI, MLOps, and more with 250+ experts, core contributors, and practitioners shaping the future of AI. Register now for 40% off! Weekly Recap Newsletter Want to get a weekly digest of AI news from around the world every Friday?

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Marktechpost

JULY 3, 2023

With the release of the latest chatbot developed by OpenAI called ChatGPT, the field of AI has taken over the world as ChatGPT, due to its GPT’s transformer architecture, is always in the headlines. The LLM consumes the text data during training and tries to anticipate the following word or series of words depending on the context.

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Unite.AI

OCTOBER 25, 2023

Large language models (LLMs) like OpenAI's GPT series have been trained on a diverse range of publicly accessible data, demonstrating remarkable capabilities in text generation, summarization, question answering, and planning. OpenAI Setup : By default, LlamaIndex utilizes OpenAI's gpt-3.5-turbo

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Towards AI

MAY 2, 2023

Natural Language Processing (NLP) and advanced AI technologies can allow users to interact with their data intuitively by asking questions in plain language. To get the answer the system could use normal data operations as well as any machine learning models. Ask the question to get insights from your data.

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ODSC - Open Data Science

MAY 9, 2024

If employed well, DBRX can empower organizations to unlock the full potential of NLP, gain deeper insights from text data, automate processes, and drive innovation, all while freeing humans to handle complex/creative/strategic tasks for which they’re better suited.

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ODSC - Open Data Science

MAY 1, 2023

Infuse Generative AI in your apps using Azure OpenAI Service Eve Psalti｜Principal Group Program Manager｜Microsoft Join this talk to learn how Azure OpenAI Service businesses can help you apply cutting-edge AI models (Dall-E 3, GPT-3.5, Data Science Software Acceleration at the Edge Audrey Reznik Guidera｜Sr.

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ODSC - Open Data Science

MARCH 3, 2023

Open Source Data Exploration Tools You Need to Know, GitHub Codespaces and Copilot, and Meta’s New LLM 11 Open Source Data Exploration Tools You Need to Know in 2023 In this article, we’re going to cover 11 data exploration tools that are specifically designed for exploration and analysis. Check out the recap here!

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